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The pipeline

From idea to productResearch your marketSet up your environmentGenerate your specsBuild your features

What you get

DatabaseAuthenticationPaymentsEmailStorageCron jobsCaptchaCreditsDesign systemFrontend architectureBackend architectureAnalyticsReal-time

The AI system

OrchestrationThe agentsAgent teamsLearningPatterns

Design & brand

Generate your logoDesign your landing pageSet up your email domain

Grow your product

Add a new featureImprove a featureSettings page

Content & growth

BlogEmail sequencesSEOAI search optimization

Keep it solid

Security auditPenetration testingPerformance checkCodebase healthDrift detectionError monitoringFix production errorsAutomated monitoringSelf-healingRate limiting

Customize

CustomizeDesignBuildSecurityPerformanceBrainstorm

Reference

AdvancedStructureComponentsAll commandsTech stack

Credits

Credit-based billing alongside Stripe subscriptions. Metered usage without the complexity.

Pay-per-use, already built

Some products need more than flat monthly pricing. AI generation costs, API calls, exports — things where usage varies per user. The framework includes a credit system that runs alongside Stripe subscriptions.

Users get credits based on their plan. They spend credits when they use metered features. The balance updates in real time, and when credits run low, they see upgrade prompts. All of the accounting happens in the database with proper constraints so balances never go negative.

What is wired up

Credit allocation, spending, balance checks, and expiration. The agents know the system exists, so when you describe a feature that costs something per use — "each AI generation costs 5 credits" — they wire in the deduction automatically. No extra configuration on your end.

How to add a credit-based feature

I want to add an AI summary feature. Each summary generation should cost
10 credits. Show the user their remaining balance before they generate.
If they do not have enough credits, show an upgrade prompt instead of the
generate button. Free plan users get 50 credits per month, Pro users get
500 per month.

The orchestrator handles the rest: the balance check in the procedure, the UI conditional, the upgrade prompt, and the monthly credit reset.

Captcha

Cloudflare Turnstile on every public form. No CAPTCHAs to solve, no puzzles, no friction.

Design system

A complete visual system with dark mode, mobile support, and consistent tokens.

On this page

Pay-per-use, already builtWhat is wired upHow to add a credit-based feature